메뉴 건너뛰기




Volumn 37, Issue , 2013, Pages 186-195

Multi-aspect sentiment analysis for Chinese online social reviews based on topic modeling and HowNet lexicon

Author keywords

Aspect detection; HowNet lexicon; Sentiment analysis; Social reviews; Topic modeling

Indexed keywords

INFORMATION RETRIEVAL SYSTEMS; SENTIMENT ANALYSIS; SOCIAL NETWORKING (ONLINE); STATISTICS;

EID: 84870067197     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2012.08.003     Document Type: Article
Times cited : (243)

References (43)
  • 2
    • 78650153693 scopus 로고    scopus 로고
    • Protein-to-protein interactions: Technologies, databases, and algorithms
    • M. Cannataro, P.H. Guzzi, and P. Veltri Protein-to-protein interactions: technologies, databases, and algorithms ACM Comput. Surv. 43 2010 1 36
    • (2010) ACM Comput. Surv. , vol.43 , pp. 1-36
    • Cannataro, M.1    Guzzi, P.H.2    Veltri, P.3
  • 3
    • 55649097052 scopus 로고    scopus 로고
    • A method of adaptively selecting best LDA model based on density
    • J. Cao, D. Zhang, J. Li, and S. Tang A method of adaptively selecting best LDA model based on density Chinese J. Comput. 31 2008 1780 1787
    • (2008) Chinese J. Comput. , vol.31 , pp. 1780-1787
    • Cao, J.1    Zhang, D.2    Li, J.3    Tang, S.4
  • 4
    • 70749156967 scopus 로고    scopus 로고
    • A new method to compute semantic orientation
    • W. Du, S. Tan, X. Yun, and X. Cheng A new method to compute semantic orientation J. Comput. Res. Develop. 46 2009 1713 1720
    • (2009) J. Comput. Res. Develop. , vol.46 , pp. 1713-1720
    • Du, W.1    Tan, S.2    Yun, X.3    Cheng, X.4
  • 7
    • 34948906268 scopus 로고    scopus 로고
    • Research on language modeling based on sentiment classification of text
    • Y. Hu, R. Lu, X. Li, J. Duan, and Y. Chen Research on language modeling based on sentiment classification of text J. Comput. Res. Develop. 44 2007 1469 1475
    • (2007) J. Comput. Res. Develop. , vol.44 , pp. 1469-1475
    • Hu, Y.1    Lu, R.2    Li, X.3    Duan, J.4    Chen, Y.5
  • 12
    • 70350409793 scopus 로고    scopus 로고
    • Research on blog opinion retrieval based on probabilistic inference model
    • X. Liao, D. Cao, B. Fang, H. Xu, and X. Cheng Research on blog opinion retrieval based on probabilistic inference model J. Comput. Res. Develop. 46 2009 1530 1536
    • (2009) J. Comput. Res. Develop. , vol.46 , pp. 1530-1536
    • Liao, X.1    Cao, D.2    Fang, B.3    Xu, H.4    Cheng, X.5
  • 16
    • 41649089293 scopus 로고    scopus 로고
    • Taking sides: User classification for informal online political discourse
    • R. Malouf, and T. Mullen Taking sides: user classification for informal online political discourse Internet Res. 18 2008 177 190
    • (2008) Internet Res. , vol.18 , pp. 177-190
    • Malouf, R.1    Mullen, T.2
  • 18
    • 78649839763 scopus 로고    scopus 로고
    • Toward finer-grained sentiment identification in product reviews through linguistic and ontological analyses
    • Publishing, Suntec, Singapore
    • H.-J. Min, J.C. Park, Toward finer-grained sentiment identification in product reviews through linguistic and ontological analyses, in: Proceedings of the ACL-IJCNLP 2009 Conference Short Papers. Publishing, Suntec, Singapore, 2009, pp. 169-172.
    • (2009) Proceedings of the ACL-IJCNLP 2009 Conference Short Papers , pp. 169-172
    • Min, H.-J.1    Park, J.C.2
  • 21
    • 48449095896 scopus 로고    scopus 로고
    • Opinion mining and sentiment analysis
    • B. Pang, and L. Lee Opinion mining and sentiment analysis Found. Trends Inf. Retr. 2 2008 1 135
    • (2008) Found. Trends Inf. Retr. , vol.2 , pp. 1-135
    • Pang, B.1    Lee, L.2
  • 24
    • 57349117605 scopus 로고    scopus 로고
    • Learning to classify short and sparse text & web with hidden topics from large-scale data collections
    • Publishing, Beijing, China
    • X.-H. Phan, L.-M. Nguyen, S. Horiguchi, Learning to classify short and sparse text & web with hidden topics from large-scale data collections, in: Proceeding of the 17th International Conference on World Wide Web. Publishing, Beijing, China, 2008, pp. 91-100.
    • (2008) Proceeding of the 17th International Conference on World Wide Web , pp. 91-100
    • Phan, X.-H.1    Nguyen, L.-M.2    Horiguchi, S.3
  • 28
    • 65949103939 scopus 로고    scopus 로고
    • Research on sentiment classification of chinese reviews based on supervised machine learning techniques
    • H. Tang, S. Tan, and X. Cheng Research on sentiment classification of chinese reviews based on supervised machine learning techniques J. Chinese Inform. Process. 21 88-94 2007 108
    • (2007) J. Chinese Inform. Process. , vol.21 , Issue.8894 , pp. 108
    • Tang, H.1    Tan, S.2    Cheng, X.3
  • 29
    • 84870065640 scopus 로고    scopus 로고
    • Topic oriented sentimental feature selection method for news comments
    • F. Tao, J. Gao, T. Wang, and K. Zhou Topic oriented sentimental feature selection method for news comments J. Chinese Inform. Process. 24 2010 37 43
    • (2010) J. Chinese Inform. Process. , vol.24 , pp. 37-43
    • Tao, F.1    Gao, J.2    Wang, T.3    Zhou, K.4
  • 30
    • 84859906262 scopus 로고    scopus 로고
    • A Joint Model of Text and Aspect Ratings for Sentiment Summarization
    • Publishing
    • I. Titov, R. McDonald, A Joint Model of Text and Aspect Ratings for Sentiment Summarization, ACL'08. Publishing, 2008a, pp. 308-316.
    • (2008) ACL'08 , pp. 308-316
    • Titov, I.1    McDonald, R.2
  • 32
    • 85136072040 scopus 로고    scopus 로고
    • Thumbs up or thumbs down?: Semantic orientation applied to unsupervised classification of reviews
    • Publishing, Philadelphia, Pennsylvania
    • P.D. Turney, Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews, in: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. Publishing, Philadelphia, Pennsylvania, 2002, pp. 417-424.
    • (2002) Proceedings of the 40th Annual Meeting on Association for Computational Linguistics , pp. 417-424
    • Turney, P.D.1
  • 34
    • 2442507763 scopus 로고    scopus 로고
    • Measuring praise and criticism: Inference of semantic orientation from association
    • P.D. Turney, and M.L. Littman Measuring praise and criticism: inference of semantic orientation from association ACM Trans. Inf. Syst. 21 2003 315 346
    • (2003) ACM Trans. Inf. Syst. , vol.21 , pp. 315-346
    • Turney, P.D.1    Littman, M.L.2
  • 38
    • 65949106256 scopus 로고    scopus 로고
    • Sentiment classification for Chinese news using machine learning methods
    • J. Xu, Y. Ding, and X. Wang Sentiment classification for Chinese news using machine learning methods J. Chinese Inform. Process. 21 2007 95 100
    • (2007) J. Chinese Inform. Process. , vol.21 , pp. 95-100
    • Xu, J.1    Ding, Y.2    Wang, X.3
  • 39
    • 34948906643 scopus 로고    scopus 로고
    • Text orientation identification based on semantic comprehension
    • L. Xu, H. Lin, and Z. Yang Text orientation identification based on semantic comprehension J. Chinese Inform. Process. 21 2007 96 100
    • (2007) J. Chinese Inform. Process. , vol.21 , pp. 96-100
    • Xu, L.1    Lin, H.2    Yang, Z.3
  • 40
    • 77956820545 scopus 로고    scopus 로고
    • Analysis on web public opinion orientation based on extending sentiment lexicon
    • C. Yang, S. Feng, D. Wang, N. Yang, and G. Yu Analysis on web public opinion orientation based on extending sentiment lexicon J. Chinese Comput. Syst. 31 2010 691 695
    • (2010) J. Chinese Comput. Syst. , vol.31 , pp. 691-695
    • Yang, C.1    Feng, S.2    Wang, D.3    Yang, N.4    Yu, G.5
  • 41
    • 58349091868 scopus 로고    scopus 로고
    • Sentiment classification of online reviews to travel destinations by supervised machine learning approaches
    • Q. Ye, Z. Zhang, and R. Law Sentiment classification of online reviews to travel destinations by supervised machine learning approaches Expert Syst. Appl. 36 2009 6527 6535
    • (2009) Expert Syst. Appl. , vol.36 , pp. 6527-6535
    • Ye, Q.1    Zhang, Z.2    Law, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.